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Memory

416 directly classified papers

Papers per year

Papers

Evolving Generalist Virtual Agents with Generative and Associative Memory AAAI 2026

History-Aware Reasoning for GUI Agents AAAI 2026

Amory: Building Coherent Narrative-Driven Agent Memory through Agentic Reasoning EACL 2026

DigimonGPT: An Evolvable Agent with Hierarchical Human-like Memory for Video Question Answering AAAI 2026

ARTEM: Enhancing Large Language Model Agents with Spatial-Temporal Episodic Memory AAAI 2026

Beyond Fact Retrieval: Episodic Memory for RAG with Generative Semantic Workspaces AAAI 2026

Strong Memory, Weak Control: An Empirical Study of Executive Functioning in LLMs EACL 2026

ThinkNote: Enhancing Knowledge Integration and Utilization of Large Language Models via Constructivist Cognition Modeling EACL 2026

ComoRAG: A Cognitive-Inspired Memory-Organized RAG for Stateful Long Narrative Reasoning AAAI 2026

Remember Me: Bridging the Long-Range Gap in LVLMs with Three-Step Inference-Only Decay Resilience Strategies AAAI 2026

Lightweight Adaptive Topological Layout and Semantic Mapping in Vision-and-Language Navigation on Websites AAAI 2026

MemoryART: Enhancing LLMs via Multi-Memory Models with Adaptive Resonance Theory for Healthcare Agents AAAI 2026

Mnemosyne: Accelerating Multi-Hop Question Answering via Cache Hit Order Fitting AAAI 2026

Mem-PAL: Towards Memory-based Personalized Dialogue Assistants for Long-term User-Agent Interaction AAAI 2026

Online Episodic Memory Visual Query Localization with Egocentric Streaming Object Memory WACV 2026

H-MEM: Hierarchical Memory for High-Efficiency Long-Term Reasoning in LLM Agents EACL 2026

Dynamic Cheatsheet: Test-Time Learning with Adaptive Memory EACL 2026

H-Mem: Hybrid Multi-Dimensional Memory Management for Long-Context Conversational Agents EACL 2026

CMMCoT: Enhancing Complex Multi-Image Comprehension via Multi-Modal Chain-of-Thought and Memory Augmentation AAAI 2026

Predicting the Future by Retrieving the Past AAAI 2026

EvoEmpirBench: Dynamic Spatial Reasoning with Agent-ExpVer AAAI 2026

Towards Continually-Evolving AI: Selective and Expandable Multimodal Memory System AAAI 2026

AR-Nav Benchmark: Augmented Reality Navigation with Vision and Language AAAI 2026

PanoNav: Mapless Zero-Shot Object Navigation with Panoramic Scene Parsing and Dynamic Memory AAAI 2026

Value-Driven Memory-Augmented Generation for Agentic LLMs: Towards Structured and Adaptive Knowledge Utilization AAAI 2026